Volume 35, Issue 4 | Data Mining and Knowledge Discovery

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Volume 35, Issue 4

July 2021

Includes a Special Section on Mining for Health

Issue Editors:

Panagiotis Papapetrou,
MYRA SPILIOPOULOU

22 articles in this issue

Homophily outlier detection in non-IID categorical data
Guansong Pang
Longbing Cao
Ling Chen
OriginalPaper 01 April 2021 Pages: 1163 - 1224
Mining full, inner and tail periodic patterns with perfect, imperfect and asynchronous periodicity simultaneously
Jen-Wei Huang
Bijay Prasad Jaysawal
Cheng-Chung Wang
OriginalPaper 05 April 2021 Pages: 1225 - 1257
Widening: using parallel resources to improve model quality
Michael R. Berthold
Alexander Fillbrunn
Arno Siebes
OriginalPaper Open access 09 April 2021 Pages: 1258 - 1286
Streaming changepoint detection for transition matrices
Joshua Plasse
Henrique Hoeltgebaum
Niall M. Adams
OriginalPaper Open access 11 April 2021 Pages: 1287 - 1316
Correction to: Streaming changepoint detection for transition matrices
Joshua Plasse
Henrique Hoeltgebaum
Niall M. Adams
Correction 25 May 2021 Pages: 1317 - 1317
Pseudoinverse graph convolutional networks
Dominik Alfke
Martin Stoll
OriginalPaper Open access 15 April 2021 Pages: 1318 - 1341
Fast computation of Katz index for efficient processing of link prediction queries
Mustafa Coşkun
Abdelkader Baggag
Mehmet Koyutürk
OriginalPaper 16 April 2021 Pages: 1342 - 1368
A deep multimodal model for bug localization
Ziye Zhu
Yun Li
Hanghang Tong
OriginalPaper 28 April 2021 Pages: 1369 - 1392
Part of 2 collections:

Application Papers

Application Papers
Extending greedy feature selection algorithms to multiple solutions
Giorgos Borboudakis
Ioannis Tsamardinos
OriginalPaper Open access 01 May 2021 Pages: 1393 - 1434
Efficient set-valued prediction in multi-class classification
Thomas Mortier
Marek Wydmuch
Willem Waegeman
OriginalPaper 06 May 2021 Pages: 1435 - 1469
Part of 2 collections:

Special Issue of the Journal Track of ECML PKDD 2021

Special Issue of the Journal Track of ECML PKDD 2021
Smoothed dilated convolutions for improved dense prediction
Zhengyang Wang
Shuiwang Ji
OriginalPaper 12 May 2021 Pages: 1470 - 1496
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding
Bilal Abu-Salih
Marwan Al-Tawil
Amin Beheshti
OriginalPaper 12 May 2021 Pages: 1497 - 1536
Part of 2 collections:

Application Papers

Application Papers
What’s in a name? – gender classification of names with character based machine learning models
Yifan Hu
Changwei Hu
Matt Gillingham
OriginalPaper 12 May 2021 Pages: 1537 - 1563
Part of 2 collections:

Special Issue of the Journal Track of ECML PKDD 2021

Special Issue of the Journal Track of ECML PKDD 2021
Handling imbalance in hierarchical classification problems using local classifiers approaches
Rodolfo M. Pereira
Yandre M. G. Costa
Carlos N. Silla Jr.
OriginalPaper 13 May 2021 Pages: 1564 - 1621
Correlations between random projections and the bivariate normal
Keegan Kang
OriginalPaper 18 May 2021 Pages: 1622 - 1653
An overlap sensitive neural network for class imbalanced data
Shaukat Ali Shahee
Usha Ananthakumar
OriginalPaper 18 May 2021 Pages: 1654 - 1687
CrashNet: an encoder–decoder architecture to predict crash test outcomes
Mohamed Karim Belaid
Maximilian Rabus
Ralf Krestel
OriginalPaper Open access 30 May 2021 Pages: 1688 - 1709
Part of 3 collections:

Special Issue of the Journal Track of ECML PKDD 2021

Special Issue of the Journal Track of ECML PKDD 2021

Computer Science Open Access SDG 3: Good Health and Well-Being
Guest editorial: Special issue on mining for health
Myra Spiliopoulou
Panagiotis Papapetrou
Guest Editorial 02 June 2021 Pages: 1710 - 1712
Part of 2 collections:

Special Issue: Mining for Health

Special Issue: Mining for Health
Adversarial balancing-based representation learning for causal effect inference with observational data
Xin Du
Lei Sun
Mykola Pechenizkiy
OriginalPaper Open access 17 May 2021 Pages: 1713 - 1738
Part of 3 collections:

Special Issue: Mining for Health

Special Issue: Mining for Health

Computer Science Open Access SDG 3: Good Health and Well-Being
Affinity analysis for studying physicians’ prescription behavior.
Iraklis Varlamis
OriginalPaper 03 May 2021 Pages: 1739 - 1759
Part of 2 collections:

Special Issue: Mining for Health

Special Issue: Mining for Health
Feature extraction from unequal length heterogeneous EHR time series via dynamic time warping and tensor decomposition
Chi Zhang
Hadi Fanaee-T
Magne Thoresen
OriginalPaper 04 January 2021 Pages: 1760 - 1784
Part of 2 collections:

Special Issue: Mining for Health

Special Issue: Mining for Health
Predictive modeling of infant mortality
Antonia Saravanou
Clemens Noelke
Dimitrios Gunopulos
OriginalPaper 18 January 2021 Pages: 1785 - 1807
Part of 2 collections:

Special Issue: Mining for Health

Special Issue: Mining for Health